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    Safety, alignment & interpretability· 2006

    Calibrating Noise to Sensitivity in Private Data Analysis

    Cynthia Dwork (first author) · 2006

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    DOI 10.1007/11681878_14OpenAlex W1873763122

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    Why it matters

    Established sensitivity-calibrated noise, foundational to differential privacy mechanisms.

    Condensed from the expert lists' notes.

    The record

    First released
    2006 (from OpenAlex)
    Citations
    7,272 citations, as counted by OpenAlex (CC0)
    Named by
    both expert lists
    Score
    0.532 · computed rank 204 · consensus 0.71, must-read 0.5, citations percentile 0.767 (2000s · all domains), awards 0, existing lists 0. Method

    Data sources

    Catalogue data from OpenAlex (CC0), Crossref (CC0 metadata; no abstracts are shown), arXiv, and Papers With Code (CC BY-SA 4.0). Each count names its source. See the method.